{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# This is a Level 1 Heading\n",
    "## This is a Level 2 Heading\n",
    "### This is Level 3 Heading\n",
    "#### And finally, this is a Level 4 Heading..."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Emphasizing (bold, italic)\n",
    "Use `**` or `__` for bold ** This is bold text **\n",
    "\n",
    "__This is also bold text__\n",
    "\n",
    "Use `*` or `_` for italic. *This is italic*\n",
    "\n",
    "_This is also italic_\n",
    "\n",
    "*** This is both bold and italic ***\n",
    "\n",
    "Use `* ` (asterick with a space) for bulleted list. Use a Tab for sub-bullets.\n",
    "\n",
    "* Bullet Item 1\n",
    "* Bullet Item 2\n",
    "    * Sub-bullet 1\n",
    "\n",
    "### Indentation\n",
    "Use `> ' for indentation. Following is a piece of indented text.\n",
    "> Quick brown fox jumps and blah blah...\n",
    "\n",
    "### Geometric shapes and HTML Unicodes\n",
    "\n",
    "<p>It will display &#9685;</p>\n",
    "<p>The symbol for electrical resistance (Ohm) is: &#8486;</p>\n",
    "\n",
    "### Section Link within the notebook\n",
    "To know more HTML tags you can go to: [Simple HTML tags and scripts](#Simple-HTML-tags-and-scripts)\n",
    "\n",
    "### Blockquote\n",
    "<blockquote>\n",
    "Markdown is a text-to-HTML conversion tool for web writers. Markdown allows you to write using an easy-to-read, easy-to-write plain text format, then convert it to structurally valid XHTML (or HTML).\n",
    "</blockquote>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Images, Hyperlink, and LaTex formatting\n",
    "\n",
    "Image sourcing can be done by HTML tags like **'<img src...'**\n",
    "<img src=https://upload.wikimedia.org/wikipedia/commons/thumb/d/d2/Pythagorean.svg/500px-Pythagorean.svg.png>\n",
    "\n",
    "So the [Pythagorean Theorem](https://en.wikipedia.org/wiki/Pythagorean_theorem) states that:\n",
    "\n",
    "$$ a^2+b^2 = c^2 $$"
   ]
  },
  {
   "attachments": {
    "Jupyter-1.png": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Drag and drop a local image directly on to a markdown cell! (This will not show up on GitHub rendering)\n",
    "![Jupyter-1.png](attachment:Jupyter-1.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### More LaTeX\n",
    "\n",
    "More complicated expressions can be written easily,\n",
    "\n",
    "$$ \\mathbf{max}\\left \\{ \\mathbf{c^Tx\\mid Ax\\leq b\\wedge x\\geq 0} \\right \\} $$\n",
    "\n",
    "Or,\n",
    "\n",
    "\n",
    "$${\\displaystyle {\\frac {\\partial \\mathbf {F} }{\\partial \\mathbf {X} }}={\\begin{bmatrix}{\\frac {\\partial \\mathbf {F} }{\\partial X_{1,1}}}&\\cdots &{\\frac {\\partial \\mathbf {F} }{\\partial X_{1,n}}}\\\\\\vdots &\\ddots &\\vdots \\\\{\\frac {\\partial \\mathbf {F} }{\\partial X_{m,1}}}&\\cdots &{\\frac {\\partial \\mathbf {F} }{\\partial X_{m,n}}}\\\\\\end{bmatrix}}}$$ "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Amazingly, even Matplotlib plots will support simple LaTeX formatting in title or labels! **"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "x=np.random.random(size=1000)\n",
    "y=x**(2*x**2+3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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SEW+Tz3LDdggFPgcmF/H6YrENxHsBayT/Y1wYaBpd2kEAOKxeQynDOlWVi7YIKGUHERmJ\nNUMgGtv2y6YcbF0sIk2wBgt2xpq/no415/xvrOWfi7rFbIUhIq2wpuSdB7phrdh3BTDfWLMICrp+\nDDAMa/2BBKxFhx40DtieWamKQAMBpVSFJyJLsYKADOlYG9nMsePacVjB3WGsley+wVrHv0jb8ypV\n0WggoJSq8EQkEKslYCAQCYy2JwjIJ6/PAXdjzJ0OLKJS5ZaOEVBKVXjGmFPALYW9TkTqAE8DvYAQ\nrOl/7ljrUShVKeiCQkqpSklEAoA1WGv+P4W1NkQHrLUncu4joNQlS1sElFKV1WCsnQJvMrY+UhG5\nE2u1SA0EVKWhgYBSqrI6jfWhf62IbMYaXzAaa/ZBZFkWTKnSpIMFlVKVkogI1hbSt2N1B0zFWqK5\nizGme1mWTanSpIGAUkopVYnpYEGllFKqEtNAQCmllKrENBBQSimlKjENBJRSSqlKTAMBpZRSqhLT\nQEAppZSqxDQQUEoppSoxDQSUUkqpSkwDAaWUUqoS00BAKaWUqsQ0EFBKKaUqMQ0ElFJKqUpMAwGl\nlFKqEtNAQCmllKrENBBQSimlKjENBJRSSqlKTAMBpZRSqhLTQEAppZSqxDQQUEoppSoxl7IuQGkI\nDAw0oaGhDssvLi4Ob29vh+VXGWkdOobWY/FpHRaf1mHxlUQdrlu37pQxpnpB6SpFIBAaGsratWsd\nlt/ChQvp2bOnw/KrjLQOHUPrsfi0DotP67D4SqIOReSAPem0a0AppZSqxDQQUEoppSoxDQSUUkqp\nSkwDAaWUUqoS00BAKaWUqsQ0EFBKKaUqMQ0ElFJKqUqsXAUCIvKViJwQkS35nBcR+VBEIkUkQkTa\nlXYZlVJKqUtJuQoEgMnAgIucHwg0sj1GAp+WQpmUUkqpS1a5CgSMMYuBMxdJcg3wrbGsBKqKSM3S\nKZ1SSil16aloSwyHAIeyvD5sO3YsZ0IRGYnVakBQUBALFy50WCFiY2Mdml9lpHXoGFqPxad1WHxa\nh8VjgLgyrMOKFgjYzRjzOfA5QIcOHYwj13DWdbWLT+vQMbQei0/rsPi0DosuPjmV7cfOI/s2lVkd\nlquuATscAepkeV3bdkwppZSqUBJT0njmlwg8XZ3LtBwVLRD4E7jDNnugC3DOGJOrW0AppZQqzxJT\n0mj54mzqB3rTNNi3TMtSrroGRGQK0BMIFJHDwIuAK4AxZhIwAxgERALxwF1lU1KllFKqaGISU2g9\nbg6hAV7c3Kku6caUaXnKVSBgjLmlgPMGGFVKxVFKKaUc6tCZeHq8tQCA+U/25Gh0Ai7OZds4X9G6\nBpRSSqkKaf3Bs5lBwN8Pd2f8P9uo4+9VxqXSQEAppZQqcX9sPMJ1nywH4PmBTflw/m7Ca1ct41JZ\nNBBQSimlSkh6uuG9ubt4dOpGADqGViMuKZXIE7EsizxVxqWzaCCglFJKlYCE5DQenrqBD+fvzjw2\n8vIGfPhvJHtPxdG9UWAZlu6CcjVYUCmllLoURMUkct+3a4k4fC7z2Mrn+9Dl9fmZr69pE1IWRctF\nAwGllFLKgTYfPse9364hKiYp89i+1wcR9vyMzNdt65aP8QGggYBSSinlMDM3H+PxaRtJTEnPPLbt\n5f7ZggCAH+/tUtpFy5cGAkoppVQxGWP4eEEk78zZle34tPu70nzs7GzHRlwWiqdb2S4rnJUGAkop\npVQxJKak8dyvEUzfeDTb8ecHNmXYZytypb++Xe3SKppdNBBQSimliujk+SRGfreWDQejsx0f3rku\nr8/ckec1Hq7la8KeBgJKKaVUEWw7GsO936zh6LnEbMdv7VyXH1YdzPOaal6uNAoq202GcipfYYlS\nSilVAczdFsUNk5bnCgKevLIxP+YTBAA80a9JSRet0LRFQCmllLKTMYbPFu/ljRzN/le1rsmQ8Frc\n/926i15/U4c6JVm8ItFAQCmllLJDUmoaL/y+hV/WHc52/J0bwwmv7ceV7y++6PX1q3vj5lL+GuI1\nEFBKKaUKcDo2ifu/W8faA2ezHZ/xSA9CqnkS/tKcAvMYM7hZSRWvWDQQUEoppS5iV9R5hny0lKTU\n9GzH147pi7+XG/VHz8jnSks1L1fOxqfQq0mNkixmkWkgoJRSSuVjwc4T3PX1mlzHN4/rh6+HK+1e\nmVtgHmfjUwAQEYeXzxE0EFBKKaVyMMYwadFe3pyVfVCgr7sLa8b0xcPVmUETlnAmLtmu/HaOH1AS\nxXQIDQSUUkqpLFLS0rnty1Ws2ncm2/HeTWvw2e3tcXESBnywmB3Hz9uV38e3tsPdpfwsKZyTBgJK\nKaWUTXR8Mm1ezt3cf/8V9Xm2f1PSjcm1gdDFLHyqJwkpaY4sosOVv3kMSimlVBnYeCg6VxAQ6OPO\nG9e14rkBTTkbn0zDF2band+6MX159KeNhAV6O7qoDqUtAkoppSq9CfN28/687DsHDmgRzG1d6tG9\nUSALdpzgrsm5Bw3mJdDHnRmPds/cidDDtfx2C4AGAkoppSqxtHTDZW/MJyomKdvxx/o2YnCrmoQG\nevP0z5v4OcciQvlpGuzLN3d34qfVh5iy+iC7xg8siWI7lAYCSimlKqXDZ+Pp/uaCXMc/vKUt3RoE\ncCYumXavzOV8Yqrdef5vREcSU9J4d+4u7uhaD4NxZJFLhAYCSimlKp1f1x3myZ83ZTvm5uLEtPu7\nEl7bj/8t3cf4f7YXKs+BLYM5fCaemz5fSYPq3jzUq2G5ni2QQQMBpZRSlUZiShojv1vH4l0nsx2v\nH+jN1Pu7cPJ8EsO/XMXyPacLnfdL17Tgw/m76VCvGte2DcHVuWKMx9dAQCmlVKWwO+p8nhsDdQrz\n56eRXXh/7i4mL99PTCG6AjKMvao5R84m8P3Kg+x4ZQA7jp+nmrebI4pd4jQQUEopdUkzxjBl9SFG\n/74517lr29Tiod6N6P7mAo5EJxT5HiKwcu8ZJtzchrR0Q2iAV3GKXKo0EFBKKXXJio5P5plfIpiz\nLSrXuUf6NCLA242+7y0q1j1+eaArv6w7zI0d6pBuDMdjEgn0cS9WnqVJAwGllFKXpNX7znDvN2ty\nNfW7OAkTbm7LV8v2sS7HtsKF9cyAJtwwaQXXtQ0hKTWNOtW8cHYS/Dxdi5VvadJAQCml1CUlNS2d\nj/6NZML83bnO+Xq4sPL5PrR4cTYA3m7WqP645KItA/zWrJ0APH5lY4yBA6fjCatevlcSzKliDGlU\nSiml7HAkOoFbv1iVZxAQGuDF69e1ygwCWtSqQr0A7yIHAQ/2bADA7V3qUcXTlXnbo7jtf6uo5edR\n9DdQBrRFQCml1CVh5uZjPPtrRJ6j/oe2DeF8YgoP/bgBgDu71mPbsRjW7M/dNRAa4MX+0/EXvdeY\nwc0y1xkYc1Uzmo+dTVq6YUCLYETEAe+m9GiLgFJKqQotITmN0b9v5sEf1ucZBHx/T2cW7jzBvO0n\nAJhwcxvWHTybZxAwrEPtAoOAql6umS0OwzrUpsmYWaSlWysIvjMsvLhvp9RpIKCUUqrC2n4shqsn\nLuXHVQdznavu687cxy/njq9WcTY+BYDpo7rxwbzdbDkSkyv9qF4NmLa24D0FljzTK3PZ4Yz03RsG\n8sAVDfBxr3gN7RWvxEoppSo9YwzfrTzA+H+2k5yanuv84NY1qR/onW0BoRmP9OCuyaszNxjydHUm\nNNCb+tW9CanqyccL9mTLo1WIH5uPnMt2rGeT6rQaNyfbsSHhtfhr01Em3trWUW+vVGmLgFJKqQrl\nbFwy9327jrF/bM0VBPi4uzDptnbEJ6Xy0b+RANT192La/V255YuVRMUk4ewkXNYggGcHNOHp/o1x\nEuHzxXuz5fPS1S1yBQGXNQhg4c7sSxPff3l9luw+yf2X16eKR8WZMphVkVoERMQZ6Ag0AqoDApwA\nIoE1xpjCr8+olFJKFWDFntM8/tNGjsck5jrXOcyfH+7tzNUTl7HtmNX036W+P3d3C+POr1aTkJJG\n4yAfrg6vxdB2tanh6841WdJmmHJfF275YmW2Y2/f0Jqnf4nIduyxvo2YtuYQiSlpPHBFA5ycKtYg\nwQx2BwJiDYMcBNwH9AHyWz8xXkT+BT4HZhhjyv8ejEoppcq1lLR0JszbzccLI8n5qSICowc2o0fj\nQLq/uYDTcVbTf/eGgVwdXotRP67HGGsMwBWNa1DTz4P0dEPzsbNIScue2f/u7JAtCKjq5crsxy6n\n82vzs6XrUt+fuKRUYhJTSUxJrwCbDefPrkBARIYDrwD1Mg7Znk0eP3sDV9ke+0VkjDFmisNKrJRS\nqlI5dCaeR6duYP3B6Fznmgb78sHNbTh2LpEbPl1BUBV3nMSd2v5eXNYwgGd/i6BxDV/evrE1Dar7\nsP7gWU7FJjH0k+XZ8nF3ceLp/k2455u1mccGt66Jv5cbAycsyZY2vE5VOtTzZ+ICq+uhc5g//hVk\ng6G8FDhGQETWAN9iBQHChQ9+gFQgCjgJZF2RISNdKPC9iKy2t0AiMkBEdopIpIg8l8d5PxH5S0Q2\nichWEbnL3ryVUkpVLH9tOsqgCUvyDALuv6I+fzzUjbX7zzLy27UMblUTNxdnalTxoEWtKrw3Zxej\nejZk2gNdqeHrwZLdp3B1dsoVBNT082B453qZH+wAH9/ajr0n4wiq4s7wznWzpd90KDozrZuLE9/c\n3akE3nnpsadFoH2Wn/cDPwPLgNXGmONZE4pIMNAJ6AbciBUI5MwjX7axBx8DVwKHgTUi8qcxZluW\nZKOAbcaYISJSHdgpIj8YY5LtuYdSSqnyLz45lXF/bs1zOp+/txufDm9HpzB/Xp+5g983HOG1oa34\nfPFenJ2EOv5erNhzmumjunEyNolTsUmsP3CWJsG+XD1xWba8fD1c6NmkBv9sPkq0bYrhvCeu4Oe1\nh/jh3s6kG0OH8fPyLGNYoDfP9G+Cm3PFHndvTyCQDvwGvGeMWXmxhLbA4E/b41kR6QI8CQy1szyd\ngEhjzF4AEZkKXANkDQQM4Gsbs+ADnMFqmVBKKXUJ2HLkHI9M3cDek3G5zt3YvjZjhzTH1dmJ//yw\nnvjkNCbd1o5Hp27E1dmJYD8PwgK8eOWaFny34gDXt6/N/O1RDGhZk46vZv9AdxIY1LImcUmp/DSy\nK39HHCXYz5Mqni5c1jCQJbtP5rk18XvDwpm15TinYpMIqeZZYQcJZrAnEGhmjMm9aLMdbIHDjSLS\nyM5LQoBDWV4fBjrnSDMRK9A4CvgCNxljck8iVUopVaEYY/hq2X7enLmD5LTcf9Yn3daeAS2DORWb\nxD2T19KvRRDdGgZyx1ercRLoGOrPPd3DOHw2gYn/RnJPjzAW7DjJsI51aDJmVq787u1Rn0f6NOLV\nf7ZRu5ons7dGcVe3UB6dshGDoVWIH18s2ZftmlG9GlC7mhdztkXRo1EgjYN8S6w+SouUp0H9InID\nMMAYc6/t9e1AZ2PMQznSdAOeABoAc4FwY0xMjrxGAiMBgoKC2k+dOtVh5YyNjcXHx8dh+VVGWoeO\nofVYfFqHxeeIOkxNNxw+m8D5xJRc57zcXKgX4IWLk5CUms7R6ASC/TwwBvaftloNgqt4UM3LjSPR\nCXi6OuPj4UJiShqers7sPx1PUuqFYWzOTkJogDcnzicRm5RKs2Bfth2LwcPFmcTUNKr7unPyfFKe\n5Qyp6pnZShDg7Uatqp7Fet8ZSuL3sFevXuuMMR0KSlfodQREpJYx5qgd6boZY5YVlC6HI0CdLK9r\n245ldRfwhm1aYqSI7AOaAtkGJBpjPseawkiHDh1Mz549C1mU/C1cuBBH5lcZaR06htZj8WkdFl9x\n63Dp7lM8PW0jJ88bcn4sjb+2JcM710VEWLHnNIu2HeepIU3YcDCakd+tpV5ANT66pS1n4pJ59tcI\n3r+pK2fjkvF2twKB/afj+GbtXo5EJyACd3cLo02dqvxnirX50P43rib0uX8y7/vW9e145teIXOUA\nmHRbOz5ZuIeIw1awsuOVfni4Ohf5fWdVlr+HRRnhsFFEBl0sgYj8F1hQhLzXAI1EJExE3ICbsboB\nsjqItY4BIhIENAH2opRSqkJJSUvnjZk7uP2rVXl+A1/4VE9u61IPEWH21uOciUvmxSEtWLL7FPd/\nt5ZbOtVjVDmWAAAgAElEQVRl+qjL+HX9YR76cT3/PNKdiMPRNAryITU9ncsaBLB09ymORCfQMbQa\nvz14GUfOJvDwlA1U93Vn1eg+tiAA2terhpuLky0IyO3VoS2Jikki4rC12uDK5/s4LAgoa0VZWTAQ\n+EtE3geey7qKoG3WwA9ALyj8+grGmFQReQiYDTgDXxljtorIA7bzk7DWM5gsIpuxpig+a4w5VYT3\noZRSqowcOB3HI1M2sOnwuVznbulUh1euaYmLbTT+/O1RNA32pV6AN7+sO8x3K/bz3k1t6BTqz9CP\nl+Pt7syq0X34eEEkD/VuRHJqOvtOxTFxQSTrD0azeVw/rpm4jK+W7WfW1uN0rR/A0LYhmYsEbRx7\nJX3eXUTjIB9ahfgxZfWhbOWpF+DFC79vyXwd6ONGXPKlM0a9OJsOPQ70EJGbjDH7RWQA8A1WoFBk\nxpgZwIwcxyZl+fko0K8491BKKVV2pm84wpjpW4hNyv1h+uuDXWlfzx+A1LR0Ik/Gcnnj6rg6O/Hd\nygPEJKQw7uoWnI1PpvPr87m1U12e7NeY/y3dx4M9G7JgxwkSUtLwdHOmSZAvLUOq0GrcHIZ3rktq\nmuHZAU2Zsvpg5jf/jOb+YR3rcEP72vR5d1GuMh3IsS1xpzB/wgK8S6BmykZRAoEpwC1Y3/g7YnUV\n/I3VjJ/R1ZAM/NchJVRKKXVJiE1KZez0Lfy2IefQL/DzdGXV6AvN7cmp6RgMTYOrAFarQKdQK0D4\ndf1hPl+8l0+Ht6NegDdztkbRtUEAb8/eSZs6flTzcmPOtuN8vWw/YG0MNKp3Q9xdnGj38lziktNw\ndhKWPNOLAB839p+Op3vDwDyDAIBeTaqz+UgMp2Kt7ot+zYMr/JTBrAodCBhjhovIH8AngD9QBSsw\nyKiV7cBwY8xGh5VSKaVUhRZxOJpHpmxgf45v1wBjBjfj3h71M1/vOxWHv5cbfl6uJKemk5qezhWN\nq5Nu4IHv17Fq72lWv9CH5ZGnWX/wLG7OTny6cA+NavjywPfrs+X95R0duO+7tdzTI4w/Nhzh7u5h\nfLJwD88PbEp0fAq/rjtMsJ8HI75eQ9NgX3YcP5+rfCfOJ2UGAc5OwpDwWg6unbJVpK4BY8w0EdkA\nrMPaWyAjCNgKdDTG5N4WSimlVKWTnm74cule3p69M9cGPwBLn+1F7WrWHnbJqenWN/8wf/y8XNly\n5BzpxlDP35t9p87z6j/bOR2bzIax/Zj4725OxyVT19+L7zccsX2AH8vM183FibFXNefeb9cSMa4f\np2OTaRnix9BPllPNy5Uh4bWYtz2KmlU92XMyloY1vFm590ye72Hr0Quz05c+2wvnS6g1AIq+DfFl\nWOMBsnaSGKA58KeI3GWMyd32o5RSqtI4cT6RJ6dtYsnu3OO5L2sQwA/3dsZaJBb2n4pj5pbj3NUt\nFID35u6iVYgf3u7OLIk8mfnN/cf7unD35DWcjkvm2ja1eOmvbbnyfqxvI75etp8x07ewa/xAXvh9\nMx1D/TPHBax5oS8r957Bx92FK5sH0XzsbLvez/43BpOWXn7W3nGUQk8fFJE3gUVAfayWgFRgCRda\nBfoCESIyzFGFVEopVbEs2HmCQROW5BkETLy1LT/e1yUzCJi+4Qh/bjrK/ZfXZ/uxGG76bAWtQ/xY\ne+AMx88lMmPzMfq1CObh3o1oPnYW+0/FEZOQkisI6BTqz9aX+jNry3GMMSx5phfP/RbB2fjkzCBg\n60v9SUpNZ8fxGKp4uNodBNzSqQ6r95255FoDoGgtAk9zYcvhfcAtxpjVInI/8B7gAVTDGlQ4zVEF\nVUopVf4lpabx9qydfLk0+9K8zk5C69p+TLqtPUFVPABr8OBLf24lvE5VRl5enzdn7WDa2kM80a8J\nH/27m0f6NGLxrpM81KsRc7dF0eudhTg7CXtP5d6D4L1h4XSuH8AnCyNJSUvnvh71OR2XzPFziSzf\ncxqAbS/3Z9XeM3RtEMD4f7YX6n01r+VXobcavpiiTh8UrA/5kRlL+xpjPhORZcBPQDMHlU8ppVQF\nsfdkLI9M3cCWI9lWfKeuvxd3dK3HnZeF4mpbG2Dz4XM8/3sET/Zrgp+nK4M/XEJ0fAqXN67OhHm7\nmXRbO7Ydi+Gxvo3p8vp8klKtvQfyapr/akQHujeszpxtx/ll3WGiYpLoXD+AdQfO4uVmfcw91a8x\niSnpjJm+Jc+NhPLSMqQK8UlpuLs6071hIGGBl86UwayKEggkAI8aY77MecIYs0VE2gMfAXcXt3BK\nKaUqhp/XHuLFP7cSn3xhTX8ngWEd6nBbl3q0DPEDrMGDXy3bxzcr9jPh5rbM2nKcL5fsJd1ADV93\nVu49zff3diIpJZ1WIX60fWXuRe/78jUt8HBxZvmeUzz0o7Vs8NP9m1C7mieLd51k3vYorm9Xm42H\nonlnzi673094bT8m3NyWnu8s5O+Hu3MmLkkDgSw6GmNyj86wsc0YuE9E5hS9WEoppSqCmMQUDp1J\n4L+zsi/NGxrgxehBzWhfrxoBPu4AnIpN4qmfNxEVk8RzA5rx1LRN2Zr5vd1dmDqyC9W83Hjq5038\nueni29rc1qUuR84mMG/7CRbvOglA94aB3NyxDq/N2MGv6w8z7f6uDPtsRaHeU00/Dx7s2ZA5246z\n8Kme1PX3KtT1FU1R1hHINwjIke7nwhdHKaVURbH+4FkenbqBYSHJZP04Gd65Lo/1bYyfpytuLlZX\nwNLdp3h82kYaVPemTR0/Hpqynqyb37aoVYU/RnXjfGIqjcfMtOv+TYJ8+e8fW7MdG39tS/7ZfIx/\nd0Sxa/xAu/PK4O3mzJd3duCqj5YS+eogGoyewd3dwhg7pHmh8qlICgwEROQu4LusewoUhog4A7cb\nYyYX5XqllFLlS3q64dNFe3hv7i6rzz7EOh7o4867w8K5rEEALk6CiJCSls67c3bx2eI9NAny5Uh0\nQq75+l3q+zP+2pYs2HmS+75da1cZpo7sws2fr8x27N8nr2DT4WguaxDINW1CCh0EAEwf1Y0r318M\nQIPRM7isQQCPX9mo0PlUJPa0CPwPGCciHwNTjTEH7clYREKwVhx8CGs74clFLaRSSqnyISomkcd/\n2pg5Ej/DgBbBTLy1LbFJqZkDAg+ejufhqRvYdCgagJ1R57O1AgD0bxHEW9eHE/6y/b3J7epWzRUE\nfDK8HQMmLOH1oa1Yd+AMz/66Oc9rezQKzHNKI1grHGYEAQBXNK6Os5Pg6+Fqd9kqInu7BmoDrwOv\ni8hqYBmwGjgEZPw2+AN1gA7AZUBXrNkFQhF2IlRKKVW+zN8exVM/b+JsfErmMR93F+pUc2NwxyZE\nJ6QQaBsP8Oemo7zw22bOZ9lYKGcQMKhVME2Dq9gdBIy4LJRlkadYfzA62/HwOlX5zw/rqV3Nk/fm\n7qKqV94f3Pf1COOLJfvyPAfkmlK48/h5Jt/d0a6yVWT2BAITgP8AGTXbyfYoSMaqCynAxMIXTSml\nVHmQmJLGGzN3MHn5/mzHO4X588FNbdiwahkBPu74eboSn5zKi39s5ed1hwvMd8bm48zYfNyuMsx8\ntAcfzNvF7hOx2Y47CZktDofPJvDsgKa8OWtHtjRP92/CnhOxFw0CctrxygCGfrI8c9OjS1mBKwsa\nYx7HWjp4CtaugmLnIwX4EWhujHmyJAqvlFKqZEWeOM+1Hy/LFgS4OTsxelBTPr+9PRsORuPl7oKf\npytbj57jqo+W2hUE2Oue7mHseGUAr/y9jdlbozKPB1fxoGmwL1mXFZh0W/tsQcCN7WsT+epA5myL\nynPHQ4CfRnbJdezruzrS/4PFfFMJWgPAzq4BY8weYLiIPAaMAAYAXQDPHEkTgZXALGCyMeaE44qq\nlFKqtBhj+GnNIcb9tZXElPTM402Dffng5jYkpaSzYs9pBreuycKFO/l62b481/0vqmpernw8vB2+\n7q4M+nAJe09emGY4oEUwIdU8+V+W1Qt/fqArN066ME3wpatbMLBlMF3f+JeT55PyvMfQtiHclGOs\nwQuDmvHdigP0aBRIDV8Ph72f8qxQ0weNMSeBt4G3RcQFa6xodawWgJPAEWNMykWyUEopVc6dS0hh\n9G+b+Wfzhd38RGDk5fV54srG/LXpGMFVPBjYqianY5M4cDqel9Y4Lgi4tk0tnh3YlGlrDhOblJIt\nCLivRxh1/b2yTRt8rG+jbEHAoFbB3Nq5Lo1eyH/WgIuT8HserQSvzthOv+ZB3NO9fh5XXZoKvelQ\nBmNMqjHmgDFmrTFmjTFmvwYBSilVsa3df4ZBE5ZkCwJqV/Nk6n1deLRPIz6cv5vWtf3o3iiQ5ZGn\n6Pn2QmISHfOn39fDhb8e6k5YoA8bDkYzoGVwZr++i5Pw/k3hBPi451o7YOfx89le/6dnw3yDgId6\nNeTFIc1JzWcXwaFtQ5izLeqSXUUwL0Xda0AppdQlJC3d8PGCSD6Ytytbv/uN7WszdkhzomKSeOXv\n7TzVrzFVPF15e/YOPl6wx2H3v7F9bTqG+bP7xHke6dOQ3Sdi+WRBJABVPFzYOLYfV76/iD0ns284\n9NzAprw/98LSwbd0qstVHy3N8x6Ln+7FvO1RvHeRpYZ/33CEvx/u7oB3VHFoIKCUUpXcsXMJPDp1\nI6v3XVjox9/bjdeGtmJAy2D+jjjKmn1neOnqFkTFJHLrF6vYGXX+IjkWzvaXB/DHxiNc2yaEtQfO\nMO7PrbSrV43pG48SXtuP6r7u1B89I89rw2tXzdyQCGD21uyzEF4d2pKDZ+Kp7uPO5W8vyDOPql6u\nRGeZEpmxL0JlUehAQES+siNZOnAWa62B6dploJRS5dPsrcd59teIbB+EvZvW4I3rW1HNy41X/t5G\ndV93XrqmJf9EHGPUj+sddu/mNaswZrC1WW2nMH9G/bie2MRUXhjcjKGfLOPXBy/j+k+X4yTZr7u8\ncXUW7zrJ1yM6cssXFwb7De9clx9WWWvefXxrO/o0q0FMYgqdXp2f5/2bBvty5GxCtve+anQfh72/\niqIoLQIjKNwCQXtE5GpjzI6CkyqllCoNiSlpjP9nG9+vvLBYrJebM2MGN+eWTnWIikni7slruL1L\nPbo3CmTUj+v5J+LYRXIsnFG9GvBw70YkJKfx5qwdfL/yAN0aBvLx8HaM/m0zPRpV5/pPl3NV65r8\nneW+E29ty0M/biC8TlXumrwm8/h9PcJITEnn7m5hNKvpSx1/T8b+sYVpay9MZezVpDoLdlqbE026\nrR0PfJ89qBkzuBlBVSrHTIGsitM1kN+KgRmxm7H93BCYISItjTHxxbifUkopB9h5/DwPT1nPrqgL\ni/O0q1uV94a1ITTQm+WRp3h95g7evL41ItB87GyH3buuvxe9m9bg0T6N+XbFfj6cv5uYxFT6NQ/i\nrRtacyo2iVm25v2BLYOzBQGbx/Wj1ThrFcKMRYTACgIGtapJmzpVefD79Rw6G8/Tv2TfDfHbuzux\ndv8ZHurdiD0nYnMFAY/0bkjnsACHvc+KpCiBwEHAHQjC+qBPxVpmOMCWnwFOAFW4sM5APeBe4MNi\nllcppVQRGWP4ftVBxv+9LbNf3cVJeKxvIx64ogHOTsLHCyJZsOMEX43oyLS1h3h79k6HluGOrvWo\nXc2TK99fxIHT1nfDfs2DqOrlSpuX52ama1jDh5lbrIAgpKony57rzQPfrQOsJv0dtpkCH97Slr83\nHWXzkXMM/WR5rvt1rR/AY30bZa4X8OG/kbnS1Avw4kx8Mq1qV66xARmKEgg0B+Zj7S3wIPCtMSbV\ntq7AncCnWMFCX9vjO6yA4Go0EFBKqTIRHZ/MM79EMGfbhdX5Gtbw4f1hbWhV249zCSk88dNGfDxc\n+PaeTrR9eW62QXjFVT/Qm55NajBnaxSr92fffTBrmQCuDq9Fano6kSdieapfYx64ogGP/7SRWVuP\nc1e3UL5eth+wdiB8Z/ZONh85lysPsFYIfGraplyLBuV04HQ8t3epPNMFcypKIDAWa6+BL40xmQMH\nbdsU/09EugB3A/81xjwjIl8AjwItHVFgpZRShbNy72ke/2kjx84lZh67q1sozw5oioerM1uOnGPU\nj+u5oV1tmtWs4tCuAIBOof5EHInmq2UFr/U/dWQXfNxd+CviKJ/d3p5zCSmZqwM+3b9JZgvFf69q\nzsR/I1l74Gy265vVtPYG+HpER7q8nvcgwbzc26PyLCCUU1ECgZtszyfzOR+F1WUwDHgGa8nhR4Gq\nRbiXUkqpIkpNS+fD+buZuCAyc22A4CoevHNjON0bBQIwdfVB3pi1gzeua82nCyN5d27+c+wL0r1h\nIHtOxmYGHNV93Tl5PilXC0Berg6vxeNXNmb7sRhahfhxXdva3PftWg6esboP9r42KHMK4f2X1+ff\nHVEsi7ywFXLLkCq8fE1LGlT3YXfU+UIFAVPz2G+gMilKIFDT9nyLiLxnjMn8FxYRX+BG28tg23PG\nAEGdQqiUUqXk8Nl4Hp26kXVZvjFfHV6LV65piZ+XK4kpaYz9YwuLdp1kzQt9L7ocrz0WPtWTnu8s\nzHwd4O2W7xr/Oc18tAd/RxzlqZ83kZyazscLItl6NAZ3lwuL32YEAY/0acSMzceIzLIL4ZT7unAk\nOoFpaw4xdc2hQpW7f4sgutSvnIMEMxQlEDgE1AdCsaYG/gUcA2oAg7EGDWakA6hrez6NUkqpEvdP\nxDGe+y2C84mpgLUy3/ihrbg6vBYAB07H8eD363F2Em7qUKdYQUC/5kGEBUZnCwIATscl23X91JFd\nuO6T5SSkpGU77uPuQmxSarZjj/VtxAfzdme+fmFQM65tG8IT0zayZPepAu8VFujNvlMXViYc3Lom\n7w0Lt6ucl7KiBALfAi9hzQ7wA4ZnOZd16uA3tp972543FaWASiml7BOfnMorf29jyuoL34p7NArk\nrRtaU9PPmsQ1d1sUT07byHXtajN5+X42HzlX5Ptd1y6EGr4e7Dt1hKJ8nFzZPIib8xnIlxEEBPq4\ncSo2mZeubsEH86xui/rVvZn16OUcPBNHx1fn2XWviHH9aG2beggQVMWdu7uF4e7iXOhyX2qKEgi8\nAXQD+pH/wkJzgDdFxAMIBFYBPxephEoppQq07WgMD09Zn7kWv7uLE88PbModXUNxchLS0g1vz97J\nZ4v3sO2lATQbO6tY92sa7EsVD1cmLdrDk60Kd22nMH9W7zvD3DxG+gN4ujrTIbQaD1zRgOFfruLK\n5kEM61CHq1rXZMvRGFrUqsL0jUd4JsdaAfn5akSHbEFA32ZBPN2/CUFV3AtX8EtUoXcftC0XPAhr\nAOAOrFaAjMdW4GFgsDEmxRiTaIy5whjT1RjzvQPLrZRSCmttgMnL9nHtx8syg4BWIX7880gPRnQL\nw8lJOBWbxG1fruK39Yfp0zSo2EFA94aB1AvwYvLy/YW+dvvLA7LtaZDTiMtC6VLfn1s71eXOr1YD\nVivGoA+XsPP4eUIDvLjjf6vtDgLmP3kFd09em/l6zQt98XRzZu6241T1cit0+S9FRVpZ0BiTDnwE\nfCQi3lhdBNG6cqBSSpWe07FJPPNLBPN3nADASaxtdh/u0whXZ+t73tr9Zxj143qGtq3Nir2nmbc9\n72/h9rquXQi/rT9S6Ov8vd3o3jDwokHIdW1DWLHnNPf0COPBH7Kv/LfvVByuLk4M+WgpMYmp+eSQ\nW593F2X+PPaq5nR8dR6DW9fkod6NCv0eLlXF3n3QGBMHxBWYUCmllMMsjzzFYz9t5IRtZH5ogBfv\n3dSGdnWrZab5csleJi3aw/f3dmbAB0uKfc+OodUKHQT0aBTIOzeG0/udhfy56WieadxcnKjh687J\n2CRevqZFngsAzX38cl7+e1uhgoCs+jarwct/b2PirW1pEuRbpDwuVboNsVJKVSApaem8P3cXny7a\ng7GN0hreuS4vDG6Gl5v1Jz02KZVnf4nA082ZU7HJDgkCANbsP1twIptOof78eF9ndkXF0vm1i8/p\nb1azCo/2acjdk9fmOfp/1eg+fLF4r10zA7Ia0CKYlftOEx2fwrztJxjaNoTWIVWp4+9Z8MWViAYC\nSilVQRw8Hc8jUzew0bbhTqCPO2/d0IreTYMy0+yKOs9/p2/hxSEtGPShYwKAwooY14+9J+OYueU4\nD0/ZkG+6ql6uvHR1C5JT07P142f16fB2fLpwT6HHI2wceyWHzyYw6yNrv4L29arxzo3h/LXpKHUD\nvAqV16VOAwGllKoA/th4hBd+35I5ra5/iyBev641/t5u2dK4uzizat+ZMgkC2tSpSt9mNYiOS+Hb\n5fv5bUP+3Qjv3BjOdW1DMhcKysnN2YlGQT58vWy/XSsTZjXz0R6ZGxj1ax5E02Bffll3mCEfLeXv\nh7sXKq/KQAMBpZQqx+KSUnnxz638su4wYC20M+7qFlzfLgQRa+mW5NR0lu85xfFzibw+c0eZlPPH\n+zqzZPcpbulUl/bjLz63f9XoPvwdcSzfIAAgOS2drUdjCl2O7g0DGThhCeG1/Xh3WBsembKBOdui\n8PN0pW/zajg5ScGZVDIaCCilVDm15cg5Hp6yIXM1vE5h/rx7Yzh1/C80bSelprH92HlGfL2mTMp4\nd7cwWvqcYHdULGGB3gUGAXteG0SX1+fbvfxwYS2NPIW7ixPjrm5B3/cuzBio6efBy9fo3nd5KVIg\nICIZuw5ONcbMEZH+WJsRGWPMPQ4rnVJKVULp6Yavlu3jzVk7SEkzuDk78VT/xtzTvT7Otm+0Z+KS\nmb89ir8ijrF4V357wJWc8DpVefXaltSo4s7iRYd5cfbWAq/54o4ONLhIK0BWXesHsGJv4Vam71Cv\nGmsPnCUpNZ2hnyzPPL56dJ/MTZdUbkVtERiBtargFqxVBFtmOaaBgFJKFdHJ80k89fMmFtk+3JsG\n+/L+TW0yt9dNTElj8vL9zN56nA0Ho0u9fN5uzjw/qBm3dKrLtqMx3PDpCm4MSaCgj5MBLYK579u8\nBwTm9ON9nfl62f5Cly3nlsRjBjejU5g/zk5CDR9dRTA/5a5rQEQGABMAZ+BLY8wbeaTpCXwAuAKn\njDFXlGohlVKqBCzedZInpm3iVGwSIjDy8vo8cWVj3F2cSU83/L7hCG/N3kFUTMk0qxfk2ja1GD24\nGQCjf9vMT2ttexqEXEjzn54N2HAwOvPbfHAVD47HJDJr63G77vHyNS1Yued0vssP5yfnJkUTbm7D\nkt2nuKJx9cxplSpv5ap2RMQZ+Bi4EjgMrBGRP40x27KkqQp8AgwwxhwUkRplU1qllHKM5NR03pmz\nk88X7wUgpKon7w0Lp7Nte9ylu0/x2oztbDtW+MFzjhBS1ZO3bmhNi1pV+HTRHn5YeTDXzoAAm8b2\nI/zlC2v6f39PZ2773yq77+Mk0LCGD2P/KLibIdt9X+xH+EvWfWv5eTDp9vaMmb6FmzrWwclJ8HTT\njYUuplwFAkAnINIYsxdARKYC1wDbsqS5FfjNGHMQwBhzotRLqZRSDrLvVByPTt1AxGFrF8Ab2tfm\nxSHN8fVwZcfxGF6fsSOzm6AsPNKnEQ/3bsgnC/bwwPfrMrc2zsrD1ZlFT/fMDAKq+7ozoEVwoYIA\ngOXP9WHkd/Z1H2Q1adGezJ+b1/IjLd0QHZ/CFY2r4+vuWuj8KhsxpvAjKEQkHWs8wNPGmPdE5Eng\nbazBgkUOvUTkBqxv+vfaXt8OdDbGPJQlTUaXQAvAF5hgjPk2j7xGAiMBgoKC2k+dOrWoxcolNjYW\nHx8fh+VXGWkdOobWY/GVZR1Gx6dwJDqBdGNwcXIipJonVTxcSE0zRMUkciY+uUzKlaFpcBXOJaRw\n8nwSqenpmcc9XJ1JTEkDwNXZiWAvOJPkRFxyKi1r+bHlaOG3Nm5Q3Qc3Fyf2nowjKTXN7utahfhl\nbqXs6epMUBUP9p+2Zlk0q1kFlwoyXbAkfg979eq1zhjToaB05a1FwB4uQHugD+AJrBCRlcaYXVkT\nGWM+Bz4H6NChg+nZs6fDCrBw4UIcmV9lpHXoGFqPxVcWdXg+MYX/Tt/C9I1HAWd6N63BG9e3wsvN\nhc8W7eGThXtISzeU1Z/oWn4ePNS7Ef+dv5vjMSmAE+F1/Pn89vbM3HyMcX9tyyzbH6O6cXznevAP\nY9KcncRtjit0ub+/pzM/rztEQnIac7bF2339oqd7csXbC3OkTwJc6BhajVG3dK0w6waU5f/l8hYI\nHAHqZHld23Ysq8PA6YzNjkRkMRAO7EIppcq5jYeieWTKBg6eicfLzZkxg5tzY4faTF1ziPfm7ORs\nfEqZlu+3/1zG4z9tZPTvm3ES6NmkOu3qVsPZSXju1wgW7LS6KeoFeHFrp7rcPXkNY9rDy/O2FZBz\nbm4uTpnjCj4d3o57vrG/W+CVa1uyLDL/6YWvDW1VYYKAslbeAoE1QCMRCcMKAG7GGhOQ1R/ARBFx\nAdyAzsD7pVpKpZQqpPR0w+dL9vLO7J2kphva1q3K+8PasCvqPP3fX8zeU2W3iWt1X3euDq9FeJ2q\nXPfJclychP/0bIC/txvj/9nOa0NbcdPnKzh0JgGABU/1pNc7CzNXMTx8NpXCfpw83LshN3eqyxVv\nL+Dpfk0yB0raY8zgZqzae5q/I47leX7F872p6acbC9mrXAUCxphUEXkImI01ffArY8xWEXnAdn6S\nMWa7iMwCIoB0rCmGW8qu1EopdXEnYhJ5YtomlkaewsVJeKpfY7o2COSZXyIKvY6+o/3zSHdq+nny\nyYJInpq2iTGDm7HlyDk+WWgNwPv74e5c9sa/AITX9qNVbT96vbOw2PcMqepJh/HzSE03vDXbWjjJ\nHl+N6JBrgyIvN2fik9NwdhLS0g1Ooi0BhVGuAgEAY8wMYEaOY5NyvH4ba3CiUkqVawt2nODJnzdx\nJi6ZBtW9ebJfE2ZsPsY7c8q2N3NAi2CqebsSHZ/C9A1HaFazCuF1/Bj/z3bAWtnvpo51uOqjpQBs\nfW6E8MUAACAASURBVKk/LV6czabDhR8ImNXXIzqy9WgMgz9cmnnMniCgQXVvwgK9cwUBncL8qefv\nRfNaVXjpr208N7ApQVU8ilXGyqbcBQJKKXUpSEpN442ZOzJXyBvaNgQvN2f+88P6si0Y8Mnwdjz3\nawQ/3d+Val5uTPw3ki+W7AOgcZAP4bWrEpuUymM/beS9YeHsORlLixdnF/u+Mx/twUM/rics0Ieh\nbUOYueUYiSnpF73GzdmJd4eFM2dbFH9tOprtXOMgHx64oj4+7q6Z0w7vv7x+sctZ2RQ1EDiINX0w\nIzQ8Zzt28X9RpZSqBCJPxPLIlA1sOxaDv7cbLUP8+P0iW/KWluXP9WbAB4t5d85OBrWqycAJF7Yq\nHhJei5iEFFqGVGH7sfMkpabx5R0duNfOZYELMuORHjz322a+HtGJuORUZm05XmAQMOuxHlTzcuOz\nRXtzBQEA79/Uhru+XsP17WsTHZ/Ciud7Z+7IqOznVJSLjDGhxpgwY8z/bK+/tB3TUEwpVWkZY5i2\n5hBDPlqauQrgmbjkMtkUKKt3bwwn0MedAR8sZuPYfuw5GcfUNYcyz393Tyf2nIiljr8naenw9g2t\nOXw2wWFBwOrRfdh+LIZxQ5qz/uBZfll3mAnzd1/0mp3jB3AsOpGnf4ngq2X7uLVzXX59sCt9m1mL\nyf775BXc+sUqRl5en08X7uGWTnV0gGARadeAUko5wLmEFF74fXO+I9nLQi0/D65sHsSTP29i1eg+\n9HhrAfWz7P53/+X1uap1LYZMXErbulW5vl1tfl1/uMCthAvjti51qebtxj+bj/HvjhPUD/QucIbE\nrvEDafvyHIaE1+LA6TjGDG7GuYQUgv086VI/gHdvbMO2YzHUr+6dOabhuQHNHFbmykYDAaWUKqZ1\nB87wyJSNHIlOKOuiZPr3ySsY+8dWRnQLY1dULJ1fm5/t/Mrn+zBh/m6GTFxK7WqePNO/abatex3l\naHQijV6Ymfk6vyAgpKonR6IT+PXBywh/ac7/2bvvuCrL94Hjn4fD3ktZgoIMF+LAvXDPSpta1ldL\n29tsadmw8c2RaY6fmlpZVqZ+K3Oi4MaJiIuNAiqy9z7P748DCHJYh8PS+/16+Qqf5z7Pc58TnnOd\ne1wXQR+O5H/BCSh0JI5FJnM6Ng0dSaKzgxmSDsz9M6Q8a+A3j3bHwlikEtaUCAQEQRA0VKKUWR0Y\n2ew7ACr67yPeJGYWkF+kxNHSkJkbTxGbklt+/s1RHng7WdD/qzuBQSd7c6atC2qU/hy8Wns5mIne\nDhyPSub0vFGk5xYy3tsen0/3McjdhmORKRjo6lBYouSpfi4Y6StY8Pcl4tPuBF2P+zrXcHWhNiIQ\nEARB0MCtjHxe+PlMg7fTaUvHNib8+/oQTkSl8PFfl7iVmc8fZ+Irtfluag82HotlmX/l+Xn/K/Ur\n+Qt3yv7amxsC2WrbjO5iR2xyDg/1cMRQT1E+jF/Rmum9WeYfzqO92/Gtfzi/nrxefu5YZAqP9W7H\n1rPxeNqZkphZwKyfTlcqw7zvraH17rtQmQgEBEEQ6mnPxVu8uPlsc3ej3IyBHbA01qPLx3tQyjCw\no02lD1QrYz087Mx447fzDbrP/Imd6WBjwncHIohPy2WitwP/hqpfE3Hk3eEoZZlbGfn0bm+Fe4Xp\ngTIrpvXkxc1ncbAwLN++CKrcAIPdbVm6P5ytZ1XBTO/21jzw/dFKj3e2NsLTzqxBz0nQIBCQJOl9\nYJMsy7caoT+CIAgtVn5RCSOXHGoRawF0JFDKYG2iz6bjsZXOHY+qnIM/LbeIUzENy2D4w398GdjR\nlg93hOJpZ0ZoQobaIEBXR8K9rSlbz8YzwM2GP87EkVtUtZrg0/3b89qWYABuZuSXH//6YW+6OJrz\n4PfHKrXfcuo6fV2tKz2Pw3OHN+g5CSqabB/8ErguSdIOSZImSmLTpiAI94Ht5+Lp9NGeFhEEgCoI\nANX2xMa07IkejO9mj7G+LuGJWewITmDbufgq7bo5mePn1QZTQ10cLAwZ382eaeuCeKx3O2ZuPF2p\n7ZgudvwcdK3SMX1dHQ7MGcbZa2lVgoAyFYOA7S8PFDkDtETTqQEF8GDpn5uSJG0ENsqyXPeqEYIg\nCK1AfFoug/8b0NzdaBbBH43m8f87QR9Xa2KSc/hwR6jadu1tjLHK1+fstTSy8osJCEsiICyJZU/0\n4Mn1J6u033e56pqEhZO7MXLJoTr1q5eLJb1crOr3ZIRqaRII5AEVszY4Ah8CH0iSdAhYB2yXZblx\nw1RBEIRGlJFXxNS1QVwpTQx0P+nsYM5HEzszcukh5k/szNt/hKhtt/RxHzLyiihMi+BIRHKlc0ff\nG17nAKpvB2ve/fNCnfu35fn+dW4r1E6TqYE2wDRU5YDLlm5KpdfyA34BbkiStEySJG9tdFIQBKGp\nFBYreX/bBXw+3XdfBgEzBnZg3oTOnIxJZedrg6sNAi5/Npa41DysTfS5mXFnusTCSI/Fj/nUaxSl\nPhUYf53dDwNdRZ3bC7WrdyAgy3KuLMu/y7I8BWgLzERVNrgYVUAgAdbAa8B5SZIOSJLUXYt9FgRB\n0DpZllkVGInn/N2V0u/eT4Z6tuH1kR50cTRHR5LKyw8D2Jjo82Q/F4z1FQR/NJrbmQV86x9evhNB\nTyExqbsDp+eN4p2t6oMHbRjY0bbRrn2/atD2QVmWs4AfJUn6FXgeVWlggwpNJGA4ECRJ0ghZlhsn\nY4UgCEID7Lxwg1d/DW7ubjS7t0Z5kF9UwrwdoQSE3amPsGZ6b0Z0astzP57mp2f70vPz/ZUeZ26o\nR1GJzDtjvPCcX3WboLaELRzXaNe+n2lUdKiMJEkdJUn6LxAPLOdOEFA2MlA2dWAIfNaQewmCIGjb\n2WuphCZkiCAAVX7/lOxCZm48TXK2aomXm60Jf70yiPi0XK7eyuRCfAaPrjkBwOeTu/FQD0cAMvOL\nMDfUxW9xYKP1b96EzmJKoJHUOxCQJEkhSdKjkiTtB8KAd1CtGyj78C8ENgI9So//VfpQX630WBAE\noYGupeTQ4f1/eWT1iebuSosQvnA8r205x4ZjMfw6ux/dnMyZNdgVV1sTHv+/ExwKT+LB74+RkVfE\nQz0c+XVWPwqKSthz8RajOtsBkJlfzMxBHRqtj7OHiuK2jUWTqYF4VGsDQPXBX+YmsBpYI8ty+fJR\nSZLWAg8BFpp2UhAEQRvScwsZtiiQjLyi5u6KxtqaGXA7q6D2hnX04YROPLrmOCuf7MVrW4K5dCOT\nhZO96VihSmHZjoC5Y71wsTamdwcrTsemMX9SFw5cScTG1ACfdqZsPBartX5VFPnF+Ea5rqCiSSBg\nB8jcCQLOAN8Bv8uyXKymfa6aY4IgCE0mv6iEqWuDOB+X3txd0ZgkwRsjParUCWgIH2dLere3wqed\nJUO+CWDN9F688VswablVA6W5Y70Y182ebWfjcbY25nBEEptm9sHaWJ/o0JuExFfNHqgNa5/uja6i\nQbPYQi00XSxYAuwAlsmyXOPYmizLh2jgWgRBEARNlChl5m4NYXtwQnN3pUE2P9eP7efi6xQEeNmZ\nEZaYVWu710a481APJ5SyzJhvDwPw4uZzVdr1c7VmmFcbXhjakc93XsbDzpTJK48R+I4fT647SWhC\nBnMaaaO4e1tTxnS1b5yLC+U0CQT+C6yUZblqjklBEIQWQJZlvjsQodVvz83l+PsjKm3jq46TpRHt\nrIw4WYeaAsun9WR8N3uORiQzc9Ppatttf3kgm4Ou0c3RgqISJY/0asf0H07ykl/HRl0YWGbfm6Ky\nYFOodyAgy/IHjdERQRAEbfjzbHyt+9htTQ1IztbePHtj+OaR7qTmFtYaBOhI4NFWNQpQWx2ETvZm\neNiZ8UB3B/p84V++O0CdHS8PZMqq44BqWmDq2iBe8utIRl4RqwOj6v+E6unkhyPR0RG1BJqCKEMs\nCMI94XB4Es9sOFVjGztzAxIzC1p8EPDJA11YcyiK6OScWtsqZeo0FWBprEeJUmZ8N3tcP9hVY9sh\nHrblQcC0vs4M+Oog3k4WvPBz05Renj+xM3bmhk1yL0EEAoIgtHIXEzKYtOJo7Q2BxMyWHQAA+LSz\n4JN/Lmv1mjoSPOjjSHZ+MS//UnUdQEWSpNolYG9uyK3MfLacUmVZDE3I0GqfquNibcysIWKrYFMS\ngYAgCK1STHIO45YdpqBY2dxd0SprE32eHeTKhmMx1bZxtDDkRkZ+na43qbsDHWxMyC0sqXXRpI2J\nPnPGeDG2qx29F/rXq9/asvP1wc1y3/uZCAQEQWhVbqTnMXPj6ToNh7cmXRzMWfBAFyJuZzP/fxdr\nbFuXIKCfqzWOlkZk5BVxOja11kWEv87qx9d7rvLhjtBqyw03tkufjsXEQHwsNTXxiguC0CqkZBfw\n3rYL+F+5rfZ8GzMDTA10ianDvHpLs2Z6b8Z2tePLXVdYd6T6kYC6GuRuw5WbWUzu6cR3/hHcyqw5\ncBjgZsOT6082+L4Nsfm5fiIIaCZif78gCC1aZn4R8/8XSu+F/mqDAGsTfV4c1pGkrIJWFwS0NTMg\n8ovxjO1qx6QVR7USBADoKXTY88YQTkSl1BgEHJrrB8CJ6BSt3FdTXR3NGewhqgo2FxF+CYLQIuUV\nlvB/h6OqzQVgZqjL80PcKFLKLD/Q+vIFzB3rxSvD3UnLKaxSzU9TNib6PD2gPa8Od8d9Xs1VAOeM\n9lSbQKg5/POqWBfQnDQKBCRJeqb0xx2lpYgrnjMHJgPIsvxTw7onCML9prBYyZZT11nw9yW15430\nFMwc1IFJ3R2ZsPxIE/dOO5Y85sMkHwfe/TOEP85oJzebn1cb3hjpQWBYUo1BgLmhLiELxtS6hbCp\nHHt/hMgX0Mw0HRHYhKreQBBw94odhwrnRSAgCEKdlChl/hecwJxqkgHpK3R4ekB7nurnwrR1Qaxq\ngqQ22maop8PnD3Ujr6gE34X+ZOWrK89SPx1sjFnwQFe821nw1a6rbDtXfWCh0JF4Zbh7iwkC3hnj\niZOlUXN3476naSDwE6oPenUbSzMqnBcEQaiRLMvsvXSrxmHqJ/u58NxgVzYdi2XEkkNN2DvtmtrH\nhcz8YnZeuKGVIODt0Z64WBuTmV+Eby3b/Q7PHc7QRQF8tftqg++rLa+O8GjuLghoGAjIsjyjhnO3\ngGrPC4IggCoAOByRzLt/hlSb6OfhXk687NeRA1duM7IVBwAAq57qRW5hCZduZNDe2pjg6w2rhDjR\n24F/Qm7wf0/3rjE4esLXGWtTfYYuCmjQ/bTJzECX8wvGNHc3hFJisaAgCE3uTGwqn/xziYsJmWrP\nT/R24LWR7oTEpTNq6eEm7p122ZsbsmFGH6KSsunhbMH5uDT+d/5Gg6/7b+hN/nl1cI1BwJbZ/Xn5\nl7Nqywo3p6PvjUAh1gW0GPUOBEoXCp6XZflCDW28gZ5isaAgCBVdTMjgv3uuciQiWe35EZ3a8vZo\nz9Ksga1zIWBF3dtZ8PNz/SgoLsGtjR2dPtqjtWtP7O7AA99Xn1p5zmhPtp2Lb3FBQMQX49FTiJ3r\nLYkmIwKbgE+AagMB4EHgM8RiQUEQgKikbJbuC+ff0Jtqzw/saMOcMV6k5xby8i/nuJ6a28Q91L7Z\nQ1x53NcZQz0d1h2O5vuASK1c9+uHvVn47xX+vaD+tSwTcTubv0MaPvKgTdteGiiCgBaosaYGFIjF\ngoJw34tPy2X5gYhqt8j1cLbk3bFeIMHCfy83eN68JXC1NeGnZ/tSopT582y81gIAgA0zfHnh57MU\nldT+9trSggBnayN6t7dq7m4IajRWIOAJpDXStQVBaOGSsgpYGRDJpuOxas+7tzVl3oTOWJnos3hv\nGEcj1U8VtCZtzQx4Y5QHj/V2Zs2hKJbuD6/1MZ52poQnZtfa7r1xnbAy1uPZTWdqbLf/raGM/rZl\nrqk4PHd4c3dBqEadAgFJkjbcdWiyJEkd1DRVAC7AEODfBvVMEIRWJyO3iLVHolgZoH6Pv62pAZ89\n1BVXWxOW7g9n/+XEJu6h9pkb6vKSnzvDO7Vhyb5w5u2ouWBQmc4O5ly5qX6xZEV/vTKIpfvDORSe\nVG2b0E/G4P3JvhYbBFz8dCySJBYHtlR1HRGYUeFnGehR+kcdGTgJvKV5twRBaE1yC4vZeCyWFQcj\nyC+qWhZYR4LFj/ng42zJ8gMR/KWFVfPNzVBPh5mDXJnS04m5W0P475767c+vLQh4Z4wnPV2seGjl\nsWrb9HO1Jim7oNo0zC1B1JcTxA6BFq6ugYBr6X8lIBpYBnynpl0JkCbLssaVPyRJGld6bQWwXpbl\nr6tp1wc4AUyVZflPTe8nCILmCopL2HLyOisORpKSU6i2zZdTvBniYcuqwEjm/nmBEmXrXj6k0JF4\noo8zj/Rqxx+n4xij5W/hD/g4Mn9iZ+btCGXxvuqnF87OH8XfITcw0FU0W9ng2myZ3V8EAa1AnQIB\nWZavlf0sSdKnQEDFY9oiSZICWAmMBuKB05Ik/S3L8mU17f4L7NN2HwRBqF1xiZLtwQl85x9BQnqe\n2jYfTerC+G72/HA0hk/+uURhcdWRgtZmUncHHunVjn9Db/LI6uNav/7qp3pxMyOfeTtCK1VadLM1\nIbugmNtZBUzwtmfOGC8SMwsoUcotNgh4YZgbAzraNHc3hDqo92JBWZY/bYyOlOoLRMqyHA0gSdJv\nwEPA5bvavQZsA/o0Yl8EQbiLUimz6+JNlu4PJzpJ/cDfnNGePObrzC8nrzFq6SFyC0uauJfaN8TD\nlsk9nAgMT2LmptNav/7GmX24lJDBiM5t2X4uAf8rt9GRYLy3AwYKHdLzikjNKSTog5FcSMjgdEwq\nV29lVbsYs7lN7O7AB+M7N3c3hDpqaZkFnYC4Cn+PB/pVbCBJkhMwBRiOCAQEoUnIskxgWBKL9oZx\nuZq57eeHuvHcYFe2nYtn7LLDZOS1rEQ2mvpwQifOXkurthhSQ5gb6vLNoz7EJudgaqDLuWvpXIhP\n5+GeTqTnFWGoq2CCtz2nY9N4sq8LY5Yd5t2xXry/vWWOApRZ+WSv5u6CUA+SLNdvvk6SpOg6NpVl\nWe5Yz2s/CoyTZXlW6d+fBvrJsvxqhTZbgSWyLAdJkrQJ2KlujYAkSc8DzwPY2dn1/u233+rTlRpl\nZ2djamqqtevdj8RrqB1N8TrmFJaQmJFPTqH6IjlWxvrYmxuSkV/E7cwCipWtawrAzggS1c9uYGao\nR1a++oBGAiRJQlnP99Ayegod9BQ65BYWY2tqgL2FITfS8sjML8ZIX4GtqT4lSpnk7EIsjfUoLFZi\nqKdDfFo1nW1GFV9DbyeL5u1MK9UY/5aHDx9+VpZl39raaTIioIP6ZEGWQNlvwA1Ak68DCYBzhb+3\nKz1WkS/wW+lWFFtggiRJxbIs/69iI1mW1wJrAXx9fWU/Pz8NuqNeYGAg2rze/Ui8htrRmK9jaHwG\ni/aFcbh821rlt4shHrb895HuHI1IZsGBCBLSi1C9PbSuzHFzvItZElrdW6GMurdJc0NderW3IjCs\n+i19dfXcYA/MrY2Z+fclzA11edGvM+gpCM8tYuPxGPa8NYJbGfnM+vF0abrgljaQe+c1PDN/FLam\nBs3dnVapOd8TNVkj0KG6c5IkuQPLARNgrAb9OQ14SJLkiioAmAo8edf9y3YwUGFEoFIQIAiC5iIS\ns1i6P5zdF2+pPe/R1pQNM/oQEp/O9PUniU7WeJNQq2Ogq4NPO0tOxaZqJQi48tk4ui7Yg1KG8d3s\ncbQ0Iiu/mLjUPHILi3mghyODvj6ohZ43LlMDXYI/Go2ViX5zd0XQgFZDS1mWIyVJehi4CCwAPqjn\n44slSXoV2Itq++AGWZYvSZL0Yun5NdrsryAId8Sl5rLMP4IdwfGo2+FnpKdg5+uDuZaSw/M/n61T\nMhxQDRWHJmRoubfNo6BYyanY1AZf54sp3fhfcAKdP97DEA9bPNqaceBqIr4drAHwbW/Fcz/WnEWw\npZjcwxEX63QRBLRiWh9jkmU5X5Kk/cA06hkIlD5+F7DrrmNqAwBZlmdo0kdBEO64nZnP9wGRbDl1\nvdoc9jtfG0xWfjFzt4Zwro71AB7u5URcai6nY1tPtvEONsboKXSIuF172l9NPDvIFRdrI+btuMik\n7g481c+FX05ex9RAl31vDWVVQBTfHWj+5EDPDGiPUpb543Q8hSXVr/n4/KGuTOzuyIXT2t9KKTSd\nxppsKgbsG+nagiBoQXpuIWsORbPpeIzabIAAv87qh4mBbo2lg+82qbsDQz3a8O62mgqUtiyedqZY\nm+gTFN3wb/vqzB3rxYyBHQgMSyKnoJgHfRz5O+QGDhaG/PPqYN7ffgGv+dorUaypfW8NZfr6k/x0\nouY0MUM8bDkSkcx4bwesxUhAq6f1QECSJFtU2/viamsrCELTyy4oZsPRGNYdjiarQP1OgBXTeuJp\nZ8aSfWHsq0M9AD2FxAPdHXl+mBuPrTnBzlpK5LYkhnqKOhX+0dTqp3qRU1jCzYx8/K8ksiM4ARdr\nY9ZM780bvwXzwPdHG+3eddXWzIDbWQWM+fYwE7zt2RWqfn1ImSMRyex7a6hYGHiPqHcgIEnSxzVc\nyxlVAiALNJgWEASh8eQXlbA56BqrAqNIrSYd8EeTujCyU1uW+Yfz+m/B1LYzTl+hwxN9nHl+qBvb\nzsUzbtmRRuh548ovKqGxBkfbmBmw5XQc/xnQnlFLDzHR24Hl03ry3p8XeHHz2Ua5pyZuZxVw7P0R\nxKXmMnVtUI1td742GAcLQ2xEEHDP0OS3/5NazmcCC2VZ/kaDawuCoGVFJUr+PBvP8gMR3MzIV9tm\n1mBXnh3syoqDkXy16wrFtdQD0FfoMK2vM2+N9iQ+LY8h3wQ0Rtdbva8f9uZCfAZZ+cX8/eogPtge\nyvIDEeQVNX+2xcgvxuM+bzegymx4IiqFuNTcatsfeXc4Q74J4EhEMi/51StFjNDCaRIIVFdUWgmk\nAVdlWVY/3igIQpNRKmX+uXCDb/eHE5ui/g1+bFc7Pp/cjf87FI3f4sBa6wGUBQBvjvLE3EiPfl8e\nIDm7oDG63+p9+4QPgz1s6edmwy9B14i4nUX3dhZsOdX8s6btbYzLg4CQj8dgaqhLxw93qW1bVi55\nyDcBTO/vIoKAe5AmeQQONUZHBEHQDlmWOXDlNov3hXH1VpbaNl0czNn0bB82n7jG8EWB5NRSD6As\nAHjRryNGegqWH4hkw7GYxuj+PWFqH2ce6O5IsVLmRnoeLtbGvPTLuebuVrlrpYHh+G72PLz6GFHV\n1I0IWTAGn09Vtd16uliycLJ3k/VRaDoaT4xJkmSKalFgT1RrAjKAYGCHLMuNt/JGEIRqHY9KZtHe\nMIKr2eJnZqDL7jeH8E/ITUYvrb0eQMUAwMpYn32XE3l9S3BjdP2esf3lgZyISuFUbCo30/MbpUaB\npuZN6MzqQ1H0crHC/0pitUmjAC59OpauC/YC8MZID94a7dlU3RSamEaBgCRJjwFrUKUVrlhsWgaW\nSZL0grr8/4IgNI7zceks3hvG0cjqt/jtfXMoQdEpTFl1nKSsmofzywKAl/zcsbcwZO+lW7zwc8tZ\n3NYSPda7HXq6OhwJTyY2JYdFe8Oau0uVlOWCeHZQBxbvC1fbZsEDXfj0n8tsfq5feRAQ8cV49BSt\nK220UD+a7BoYDWxBtSbgJyAQuIUqb8BwVCmBt0iSlC7Lsr/2uioIwt0KipU8/9OZGrf4/f58f66l\n5vLsptMkpNdcsKZiAGBnbsBvp+P4oIVXumsJjr0/gpC4dL7cdaVFFgUCmLTiKB5tTdUmSwr+aDQH\nr95mztYQBrnbMP2HkwD8MqufCALuA5qMCHwMFABDZFm+e9LrR0mSvgcOl7YTgYAgNIJrKTks84/A\nrTiLfZfVf/B8/2RPAD7YEUp0NXPAZSoGALam+vx+Jo55Oy5qvd/3ojXTezNySWC1SZlaik0z+1BY\nrKRXeyt8F/pzat5IUnMKSc0upOfn+8vbHYtMAWB6fxcGuds2V3eFJqRJINAT+F1NEACALMtnJEn6\nA3i0QT0TBKGKWxn5LD8YwR+n4yhWysxRs3Zr/sTOuNqasGRfOJdrqQegI8EzAzrw4rCOWBrr8ceZ\nOD7+61Ij9f7e1JLyAajjZWfGqC5tmbHxNKCqc2BhpMe6w9GsO3JnwedrI9xZcTASUP0OzRri1iz9\nFZqeJoFAAVBb2rAbpe0EQdCC1JxCVgdG8tOJaxRUs8Vv5qAO+Hm1ZfmBCM5eqz2//4yBqgDAxEDB\n5qDr/HfPVW13W2hmO18bzKQVRwlLVO0eMTPQxc3WFCtjvfIg4GW/jqwKjCoPAn74jy8jO9s1W5+F\npqdJIHAEGFRLm0GopgcEQWiArPwi1h+J4YejMWRXkw54TBc7pvdvz7oj0Ww8FlvrNcsCAIWOxMZj\nMawKjNJyr4XmtvRxH97+I4RJK+6kL+5kb4ZSllnmr8or8cusfry0+Wyl//8nPxyJnblhc3RZaEaa\nBALvASckSfoa+FyW5fLJR0mSTFCVH+4GDNROFwXh/pNfVMJPJ2JZHRhFWq76LX5dHc3pYFPAxSR4\nZsOpWq9ZFgAUlShZGRDJz0E1F5YRWqcXh3VkmGcb/LzaEBiWBKjWMfR1tWbU0kO8NsKDkzGpPLX+\nZKXHXf18HIZ6iubostDMNA0ELgBzgeclSToHJAJ2QC9UOQUOA+9JUsWdhciyLD/XsO4Kwr2tsFjJ\nH2fiWHEwgsRM9bNr5oa6fP1Id/ZfTiQ2JZW9l2qehXtmQHte9nMnI6+Ir3df4X/nbzRG14UW4uFe\nTvReWHmdtoOFIb1KFwS+dlceCE87U/a+OZS73q+F+4gmgcCMCj9bAiPUtBlW+qciGRCBgCCoUaKU\n+TskgW/3R3C9hnzv3zzSnfPx6by+JbjaxYJlnvBV1QJISM9l3o5QDly93Qg9F5qbmaEunR3M3n23\ntQAAIABJREFUyc4vZu44L8Z8q5qV3TizDz7tLOn1+X4eWnkMH2dLQuJUiabeHu1Jem4RPs4WTOru\nKIKA+5wmgYCr1nshCPcpWZbZdzmRJfvCaiyF+8H4TiRmFjD/r4u11gOY4G3Px5O6cuVWJq9vCeZU\nbKq2uy20AFtm9ycjr4gPtl/gVEwqw73aMLN0ZwBQ6WegPAjo4WzJQz0cyS9S4mlnKoIAQaNaA2Ji\nURAaSJZljkYms3hvGCHxGdW2e3FYR5SyzPIDEbXWA+jnas3SJ3pw9loaMzed5kotWweF1uvV4e7o\n60rlWxcf7d2OP8/G1/q4bS8NYP2RGJwsjdAViYKEUppkFnwGOC/L8oUa2ngDPWVZ/qkhnROEe9HZ\na2ks2nuVoOjqv6k/4euMpbEeW05dr7UeQHsbY35+th9HIpOYtjaoxqkFoXWb3t8FLzszJnV3LE8C\nVLb9rzq2pvo81MOJH47G8MjqE7zs11EEAUIlmvw2bAIm19LmQWCjBtcWhHvWlZuZPLfpNI+sPl5t\nEDCyU1ueG+zKwbDb/N/h6BqDAD2FhKedGdP6uvDImuPM23FRBAH3qJGd2hL15QQiErPxtDOj5+f7\nWfZED4AqQcCCB7pgrK9a/d/FwRxLY31+OKrKGfDd1B68O65T03ZeaPE0rj5YCwWqxYGCcN+LSc7h\n2/3h/B1S/Wp9n3YWeLezIDAsqU6L+rbM7s/RyCSiksL5JkQkAmrpjPUV9G5vxZGI6otCqbP+GV+u\np+aSV1TCw6uOERKfgb6u6vvbm7+fL283d6wXi/aGMXuIK4/7OrM56BpRSTn8/eogVgdGsWR/OLte\nH0IXR3OtPi/h3tBYgYAnUHtqM0G4h91Iz2P5gQi2no2nRKk+LnayNKKfqzUh8elsDrpe6zWXPu7D\n+bh0Zmw8RUGxkjneIt5uyU59OJKI29lYGusxcfnR2h9QwaqnejHrpzNVjk9ZdRyAzc/1w9pEnwnL\nj7BobxgbZ/bhbGwaXRfsZd0zvqw7HE3E7WySsguI+nICCh2xKFBQr06BgCRJG+46NFmSpA5qmioA\nF2AI8G+DeiYIrVRydgGrAqLYHHSNwhL1K/yN9RUMdrflemou24MTar3m6yM9iEvNZe6fF6oNKoSW\nY4iHqljP7J/OsGJaL4YuCqj1Mc7WRrjZmjLY3ZYvdl3h5V+qlnPxsjP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c5M/Q+Erntr00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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1ad39898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,5))\n",
    "plt.grid(True)\n",
    "plt.title(\"Plot of $y=g(x)=\\oint_{a}^{b}{{f(x)}^{[2x^2+3]}}$\\n\",fontsize=20)\n",
    "plt.xlabel(\"Variable: $\\mathbf{x}$\",fontsize=20)\n",
    "plt.ylabel(\"Output: $\\mathbf{y=g(x)}$\",fontsize=20)\n",
    "plt.fill(x,y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simple HTML tags and scripts\n",
    "#### Color: \n",
    "<font color='green'>This is a green text</font>\n",
    "\n",
    "### Colored heading\n",
    "<h1 style= \"color:orange;font-family:verdana\">This is an orange heading in <i>Verdana</i> style</h1>\n",
    "\n",
    "### Following is a colored note box with center-aligned large text\n",
    "<div class=\"alert alert-block alert-success\"> <p style=font-size:150%;text-align:center> SUCCESS!</p></div>\n",
    "\n",
    "Following is yellow text on a red background with larger (120%) font size\n",
    "<p style=\"background-color:Tomato; color:yellow; font-size:120%\">Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Ut wisi enim ad minim veniam, quis nostrud exerci tation ullamcorper suscipit lobortis nisl ut aliquip ex ea commodo consequat.</p>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h2 style=\"background-color:black;color:white;font-size:120%\">Code embedding</h2>\n",
    "\n",
    "** In Python (along with HTML) **\n",
    "\n",
    "<p style=\"font-family:Times;font-size:120%\"> <b>\n",
    "```\n",
    "def f(x):\n",
    "    \"\"\"returns square of the input\"\"\"\n",
    "    return (x**2)\n",
    "    ```\n",
    "</b></p>\n",
    "\n",
    "\n",
    "<p style=\"color:blue\"> <b>Or, in another language</b></p>\n",
    "```\n",
    "if (i=0; i<n; i++) {\n",
    "  printf(\"hello %d\\n\", i);\n",
    "  x += 4;\n",
    "}\n",
    "```"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
